Run
506510

Run 506510

Task 3602 (Supervised Classification) visualizing_environmental Uploaded 20-01-2016 by Rafael Gomes Mantovani
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Flow

classif.extraTrees(3)Learner classif.extraTrees from package(s) extraTrees.
classif.extraTrees(3)_seed1
classif.extraTrees(3)_kindMersenne-Twister
classif.extraTrees(3)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.6672
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6668
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3336
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36.7849
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3333
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
111
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.668
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.6667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.668
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5774
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1559
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.528
UserCPU time millis testing
0.056
UserCPU time millis training
0.472